CLPFusion: A Latent Diffusion Model Framework for Realistic Chinese Landscape Painting Style Transfer

• Published in: Computer animation and virtual worlds Vol. 36; no. 3
• Main Authors: Pan, Jiahui, Li, Frederick W. B., Yang, Bailin, Nan, Fangzhe
• Format: Journal Article
• Language: English
• Published: Hoboken, USA John Wiley & Sons, Inc 01.05.2025; Wiley Subscription Services, Inc
• Subjects: Artificial neural networks; Chinese landscape painting; Diffusion models; Generative adversarial networks; Image processing; Landscape art; State space models; style transfer

ABSTRACT This study focuses on transforming real‐world scenery into Chinese landscape painting masterpieces through style transfer. Traditional methods using convolutional neural networks (CNNs) and generative adversarial networks (GANs) often yield inconsistent patterns and artifacts. The rise of d...